Multi-Agent Workflow Kit by laris-co is an orchestration framework designed to coordinate multiple specialized AI agents across automated software engineering and data workflows. It provides the scaffolding needed to define distinct agent roles, manage execution flow, and handle state transfer between different steps in a multi-agent pipeline. In practical application, the kit serves as a harness where developers configure individual sub-agents with discrete system prompts, tools, and model backends. The orchestrator routes tasks sequentially or conditionally based on step outcomes, coordinating outputs across terminal interfaces or backend script runners. Unlike monolithic CLI coding agents, Multi-Agent Workflow Kit emphasizes modularity and pipeline composition. Rather than relying on a single agent prompt to handle planning, implementation, and verification, it splits these concerns into configurable nodes that can be independently audited and modified. The project was originally hosted on GitHub as an open-source repository. Note that the upstream repository at github.com/laris-co/multi-agent-workflow-kit may currently be unavailable or relocated.
Tags: agent harness, AI, ai agent, cli, developer tools, OpenSource